How is graph theory applied in network analysis?
Graph theory is used in network analysis to model relationships and interactions between nodes, such as computers or social entities.
Can you give me an example of a real-world application?
Sure! One example is social network analysis, where graph theory helps identify influential individuals and community structures.
What are some key concepts in graph theory that are important for network analysis?
Key concepts include nodes, edges, paths, connectivity, and centrality measures, which help analyze the structure and dynamics of networks.
How do algorithms in graph theory improve network efficiency?
Algorithms like Dijkstra's and A* optimize routing and resource allocation, enhancing the efficiency of data flow in networks.
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